The ceramic mug slipped in Sarah’s trembling hands, barely avoiding a shattered mess on the kitchen floor. It landed with a soft thud on the counter, its contents of lukewarm tea sloshing over the side. Her brother, Mark, had just told them he was embracing Buddhism. Her mother’s face had gone slack, her father’s jaw tight. Now, the silence hung heavy in the air, thick and suffocating.

"So, you're… meditating now?" Sarah managed, her voice a strained whisper.

Mark nodded, a serene smile gracing his lips. He looked so at peace, so unlike the brother she knew. The one who used to build Lego castles and quote Star Wars. She felt a cold wave wash over her, a deep chill that settled in her bones. The familiar comfort of family felt suddenly foreign, shifting beneath her feet.

Emotion: distressed

Cluster: Fear / Anxiety
PC1 (Valence): -2.39 Negative
PC2 (Disposition): -0.52

Role in Research

This story is one of 1,000 stories generated for the emotion distressed. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 distressed stories, after denoising with neutral dialogue baselines, produces the distressed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the distressed vector is projected through the unembedding matrix.

Promoted:
😣0.304
😞0.296
worse0.291
😖0.285
😰0.276
Suppressed:
de-0.457
la-0.349
:)-0.239
B-0.232
happy-0.229